/tmp/ipykernel_25744/4293058459.py:21: FutureWarning: The `inplace` parameter in pandas.Categorical.reorder_categories is deprecated and will be removed in a future version. Reordering categories will always return a new Categorical object.
RDF/XML Syntax 177 unknown 2 OWL/XML Syntax 2 RDF/XML 2 Name: syntax, dtype: int64
| count | mean | std | min | 25% | 50% | 75% | max | |
|---|---|---|---|---|---|---|---|---|
| AnnotationAssertion | 181 | 137813.054645 | 788475.804410 | 0.0 | 1431.5 | 7116.0 | 28879.5 | 9928241.0 |
| Declaration | 181 | 27715.131148 | 187556.705850 | 0.0 | 427.5 | 1177.0 | 4809.5 | 2427686.0 |
| SubClassOf | 176 | 36567.005464 | 212917.400415 | 0.0 | 335.0 | 1370.0 | 6530.5 | 2427657.0 |
| EquivalentClasses | 128 | 2680.098361 | 13604.320439 | 0.0 | 0.0 | 25.0 | 214.0 | 126427.0 |
| SubAnnotationPropertyOf | 115 | 8.825137 | 19.210861 | 0.0 | 0.0 | 2.0 | 7.0 | 160.0 |
| TransitiveObjectProperty | 114 | 6.289617 | 11.161563 | 0.0 | 0.0 | 2.0 | 6.0 | 69.0 |
| SubObjectPropertyOf | 103 | 42.049180 | 97.368355 | 0.0 | 0.0 | 2.0 | 40.0 | 674.0 |
| DisjointClasses | 95 | 29.606557 | 92.691609 | 0.0 | 0.0 | 1.0 | 21.0 | 638.0 |
| ObjectPropertyRange | 85 | 14.830601 | 27.517602 | 0.0 | 0.0 | 0.0 | 19.0 | 142.0 |
| ObjectPropertyDomain | 85 | 15.092896 | 28.355613 | 0.0 | 0.0 | 0.0 | 18.5 | 148.0 |
| InverseObjectProperties | 81 | 9.409836 | 18.183174 | 0.0 | 0.0 | 0.0 | 12.5 | 113.0 |
| SubPropertyChainOf | 66 | 9.928962 | 26.500889 | 0.0 | 0.0 | 0.0 | 2.0 | 149.0 |
| ClassAssertion | 64 | 80.360656 | 477.529035 | 0.0 | 0.0 | 0.0 | 18.0 | 5528.0 |
| FunctionalObjectProperty | 49 | 0.836066 | 1.724233 | 0.0 | 0.0 | 0.0 | 1.0 | 9.0 |
| SymmetricObjectProperty | 48 | 1.650273 | 8.516828 | 0.0 | 0.0 | 0.0 | 1.0 | 81.0 |
| DataPropertyRange | 44 | 1.114754 | 3.141874 | 0.0 | 0.0 | 0.0 | 0.0 | 30.0 |
| DataPropertyDomain | 39 | 1.054645 | 3.156585 | 0.0 | 0.0 | 0.0 | 0.0 | 32.0 |
| IrrefexiveObjectProperty | 37 | 0.606557 | 2.315348 | 0.0 | 0.0 | 0.0 | 0.0 | 26.0 |
| DifferentIndividuals | 34 | 0.808743 | 6.012947 | 0.0 | 0.0 | 0.0 | 0.0 | 81.0 |
| AnnotationPropertyRangeOf | 34 | 1.398907 | 10.159140 | 0.0 | 0.0 | 0.0 | 0.0 | 133.0 |
| SubDataPropertyOf | 30 | 0.852459 | 3.592587 | 0.0 | 0.0 | 0.0 | 0.0 | 33.0 |
| EquivalentObjectProperties | 29 | 1.524590 | 5.662504 | 0.0 | 0.0 | 0.0 | 0.0 | 36.0 |
| FunctionalDataProperty | 25 | 0.491803 | 1.529450 | 0.0 | 0.0 | 0.0 | 0.0 | 11.0 |
| AsymmetricObjectProperty | 21 | 0.513661 | 2.515573 | 0.0 | 0.0 | 0.0 | 0.0 | 26.0 |
| InverseFunctionalObjectProperty | 21 | 0.169399 | 0.553454 | 0.0 | 0.0 | 0.0 | 0.0 | 4.0 |
| Rule | 20 | 1.699454 | 5.754344 | 0.0 | 0.0 | 0.0 | 0.0 | 29.0 |
| DisjointObjectProperties | 15 | 0.234973 | 1.145695 | 0.0 | 0.0 | 0.0 | 0.0 | 10.0 |
| ObjectPropertyAssertion | 14 | 12.524590 | 101.958611 | 0.0 | 0.0 | 0.0 | 0.0 | 1024.0 |
| ReflexiveObjectProperty | 11 | 0.109290 | 0.501723 | 0.0 | 0.0 | 0.0 | 0.0 | 4.0 |
| AnnotationPropertyDomain | 10 | 0.267760 | 1.620405 | 0.0 | 0.0 | 0.0 | 0.0 | 17.0 |
| DisjointUnion | 7 | 0.087432 | 0.557669 | 0.0 | 0.0 | 0.0 | 0.0 | 5.0 |
| DataPropertyAssertion | 5 | 0.180328 | 1.605364 | 0.0 | 0.0 | 0.0 | 0.0 | 20.0 |
| DatatypeDefinition | 2 | 0.109290 | 1.406059 | 0.0 | 0.0 | 0.0 | 0.0 | 19.0 |
| SameIndividual | 1 | 0.005464 | 0.073922 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 |
| count | mean | std | min | 25% | 50% | 75% | max | |
|---|---|---|---|---|---|---|---|---|
| Class | 180 | 113039.355191 | 627909.549275 | 0.0 | 1362.5 | 5158.0 | 20027.5 | 7282973.0 |
| ObjectSomeValuesFrom | 162 | 16664.961749 | 87045.572662 | 0.0 | 34.0 | 440.0 | 2839.5 | 853209.0 |
| ObjectIntersectionOf | 123 | 4153.967213 | 20240.316138 | 0.0 | 0.0 | 33.0 | 433.5 | 202240.0 |
| ObjectUnionOf | 88 | 27.797814 | 89.466720 | 0.0 | 0.0 | 0.0 | 16.0 | 767.0 |
| ObjectAllValuesFrom | 74 | 29.420765 | 147.926374 | 0.0 | 0.0 | 0.0 | 10.5 | 1764.0 |
| ObjectComplementOf | 64 | 13.672131 | 84.373135 | 0.0 | 0.0 | 0.0 | 2.0 | 1084.0 |
| ObjectMinCardinality | 62 | 2.502732 | 8.378330 | 0.0 | 0.0 | 0.0 | 1.0 | 57.0 |
| ObjectExactCardinality | 48 | 9.699454 | 88.706470 | 0.0 | 0.0 | 0.0 | 1.0 | 1193.0 |
| ObjectOneOf | 45 | 5.174863 | 34.487169 | 0.0 | 0.0 | 0.0 | 0.0 | 273.0 |
| DataMinCardinality | 27 | 0.256831 | 0.699014 | 0.0 | 0.0 | 0.0 | 0.0 | 4.0 |
| DataSomeValuesFrom | 23 | 6.972678 | 64.454297 | 0.0 | 0.0 | 0.0 | 0.0 | 859.0 |
| DataExactCardinality | 23 | 0.551913 | 1.649603 | 0.0 | 0.0 | 0.0 | 0.0 | 7.0 |
| ObjectHasValue | 20 | 143.366120 | 1582.083114 | 0.0 | 0.0 | 0.0 | 0.0 | 21288.0 |
| ObjectMaxCardinality | 19 | 0.841530 | 4.746546 | 0.0 | 0.0 | 0.0 | 0.0 | 45.0 |
| DataHasValue | 18 | 120.382514 | 1573.499427 | 0.0 | 0.0 | 0.0 | 0.0 | 21288.0 |
| ObjectHasSelf | 16 | 0.229508 | 0.961800 | 0.0 | 0.0 | 0.0 | 0.0 | 6.0 |
| DataAllValuesFrom | 3 | 0.103825 | 1.029849 | 0.0 | 0.0 | 0.0 | 0.0 | 13.0 |
| DataMaxCardinality | 2 | 0.010929 | 0.104254 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 |
| ontology | score | score_dash | score_impact | |
|---|---|---|---|---|
| 120 | omo | 0.959 | 0.956 | 0.962 |
| 8 | bfo | 0.807 | 0.822 | 0.792 |
| 150 | ro | 0.796 | 0.844 | 0.749 |
| 132 | pato | 0.716 | 0.956 | 0.475 |
| 64 | go | 0.706 | 0.904 | 0.508 |
| 110 | obi | 0.688 | 0.949 | 0.426 |
| 20 | cl | 0.622 | 0.949 | 0.295 |
| 102 | ncbitaxon | 0.605 | 0.822 | 0.388 |
| 166 | uberon | 0.589 | 0.800 | 0.377 |
| 144 | pr | 0.549 | 0.853 | 0.246 |
| 35 | doid | 0.540 | 0.949 | 0.131 |
| 44 | envo | 0.531 | 0.876 | 0.186 |
| 94 | mondo | 0.499 | 0.949 | 0.049 |
| 69 | hp | 0.499 | 0.867 | 0.131 |
| 174 | wbphenotype | 0.494 | 0.978 | 0.011 |
| 139 | plana | 0.494 | 0.978 | 0.011 |
| 173 | wbls | 0.494 | 0.978 | 0.011 |
| 113 | ogms | 0.489 | 0.733 | 0.246 |
| 40 | eco | 0.477 | 0.949 | 0.005 |
| 163 | trans | 0.474 | 0.920 | 0.027 |
| 36 | dpo | 0.474 | 0.949 | 0.000 |
| 128 | opl | 0.472 | 0.927 | 0.016 |
| 96 | mp | 0.469 | 0.889 | 0.049 |
| 160 | symp | 0.466 | 0.882 | 0.049 |
| 111 | obib | 0.466 | 0.904 | 0.027 |
| 63 | gno | 0.466 | 0.927 | 0.005 |
| 122 | omrse | 0.465 | 0.838 | 0.093 |
| 42 | ecto | 0.464 | 0.911 | 0.016 |
| 2 | aism | 0.460 | 0.904 | 0.016 |
| 108 | oba | 0.458 | 0.889 | 0.027 |
| 46 | eupath | 0.453 | 0.889 | 0.016 |
| 134 | pco | 0.451 | 0.793 | 0.109 |
| 52 | fbdv | 0.449 | 0.882 | 0.016 |
| 138 | phipo | 0.447 | 0.882 | 0.011 |
| 11 | caro | 0.446 | 0.667 | 0.224 |
| 80 | lepao | 0.445 | 0.889 | 0.000 |
| 133 | pcl | 0.445 | 0.889 | 0.000 |
| 180 | zfa | 0.442 | 0.867 | 0.016 |
| 50 | fbbt | 0.442 | 0.867 | 0.016 |
| 99 | mro | 0.441 | 0.882 | 0.000 |
| 51 | fbcv | 0.441 | 0.860 | 0.022 |
| 171 | vto | 0.441 | 0.882 | 0.000 |
| 73 | iao | 0.438 | 0.876 | 0.000 |
| 32 | ddpheno | 0.436 | 0.867 | 0.005 |
| 172 | wbbt | 0.435 | 0.860 | 0.011 |
| 17 | chmo | 0.435 | 0.816 | 0.055 |
| 125 | ontoavida | 0.430 | 0.860 | 0.000 |
| 37 | dron | 0.429 | 0.771 | 0.087 |
| 41 | ecocore | 0.427 | 0.844 | 0.011 |
| 182 | zp | 0.427 | 0.844 | 0.011 |
| 25 | cob | 0.422 | 0.822 | 0.022 |
| 152 | rxno | 0.421 | 0.838 | 0.005 |
| 95 | mop | 0.421 | 0.816 | 0.027 |
| 66 | hancestro | 0.416 | 0.816 | 0.016 |
| 58 | fypo | 0.413 | 0.822 | 0.005 |
| 140 | planp | 0.413 | 0.822 | 0.005 |
| 9 | bspo | 0.412 | 0.727 | 0.098 |
| 179 | zeco | 0.411 | 0.822 | 0.000 |
| 26 | colao | 0.411 | 0.822 | 0.000 |
| 59 | gecko | 0.410 | 0.816 | 0.005 |
| 0 | ado | 0.408 | 0.816 | 0.000 |
| 141 | po | 0.401 | 0.704 | 0.098 |
| 13 | cdno | 0.400 | 0.800 | 0.000 |
| 178 | xpo | 0.399 | 0.793 | 0.005 |
| 7 | bco | 0.399 | 0.793 | 0.005 |
| 75 | ico | 0.394 | 0.749 | 0.038 |
| 117 | ohpi | 0.394 | 0.787 | 0.000 |
| 38 | duo | 0.390 | 0.764 | 0.016 |
| 162 | to | 0.388 | 0.771 | 0.005 |
| 149 | rbo | 0.388 | 0.771 | 0.005 |
| 101 | nbo | 0.387 | 0.653 | 0.120 |
| 146 | psdo | 0.382 | 0.764 | 0.000 |
| 47 | exo | 0.380 | 0.733 | 0.027 |
| 56 | foodon | 0.373 | 0.660 | 0.087 |
| 70 | hsapdv | 0.369 | 0.711 | 0.027 |
| 116 | ohmi | 0.369 | 0.733 | 0.005 |
| 76 | ido | 0.368 | 0.616 | 0.120 |
| 57 | fovt | 0.366 | 0.733 | 0.000 |
| 145 | proco | 0.363 | 0.727 | 0.000 |
| 45 | epio | 0.363 | 0.727 | 0.000 |
| 21 | clao | 0.363 | 0.727 | 0.000 |
| 103 | ncit | 0.359 | 0.593 | 0.126 |
| 39 | ecao | 0.355 | 0.711 | 0.000 |
| 136 | pdumdv | 0.355 | 0.711 | 0.000 |
| 158 | stato | 0.354 | 0.622 | 0.087 |
| 127 | oostt | 0.354 | 0.698 | 0.011 |
| 176 | xco | 0.349 | 0.682 | 0.016 |
| 130 | ornaseq | 0.344 | 0.689 | 0.000 |
| 27 | cro | 0.344 | 0.689 | 0.000 |
| 92 | mmusdv | 0.344 | 0.689 | 0.000 |
| 118 | olatdv | 0.344 | 0.689 | 0.000 |
| 34 | disdriv | 0.344 | 0.689 | 0.000 |
| 5 | apollo_sv | 0.340 | 0.587 | 0.093 |
| 135 | pdro | 0.338 | 0.653 | 0.022 |
| 167 | uo | 0.338 | 0.511 | 0.164 |
| 60 | genepio | 0.338 | 0.638 | 0.038 |
| 168 | upheno | 0.336 | 0.638 | 0.033 |
| 19 | cio | 0.334 | 0.667 | 0.000 |
| 16 | chiro | 0.334 | 0.667 | 0.000 |
| 4 | apo | 0.334 | 0.667 | 0.000 |
| 78 | kisao | 0.334 | 0.667 | 0.000 |
| 68 | hom | 0.334 | 0.667 | 0.000 |
| 159 | swo | 0.333 | 0.660 | 0.005 |
| 1 | agro | 0.333 | 0.660 | 0.005 |
| 3 | amphx | 0.330 | 0.660 | 0.000 |
| 48 | fao | 0.330 | 0.644 | 0.016 |
| 154 | scdo | 0.329 | 0.653 | 0.005 |
| 161 | taxrank | 0.328 | 0.644 | 0.011 |
| 175 | xao | 0.327 | 0.638 | 0.016 |
| 79 | labo | 0.327 | 0.653 | 0.000 |
| 143 | ppo | 0.327 | 0.653 | 0.000 |
| 98 | mpio | 0.325 | 0.644 | 0.005 |
| 43 | emapa | 0.322 | 0.638 | 0.005 |
| 28 | cteno | 0.322 | 0.644 | 0.000 |
| 81 | ma | 0.322 | 0.644 | 0.000 |
| 156 | so | 0.321 | 0.467 | 0.175 |
| 177 | xlmod | 0.319 | 0.638 | 0.000 |
| 71 | hso | 0.319 | 0.638 | 0.000 |
| 31 | ddanat | 0.317 | 0.622 | 0.011 |
| 91 | mmo | 0.316 | 0.616 | 0.016 |
| 129 | opmi | 0.316 | 0.593 | 0.038 |
| 49 | fbbi | 0.316 | 0.631 | 0.000 |
| 30 | cvdo | 0.314 | 0.616 | 0.011 |
| 12 | cdao | 0.314 | 0.622 | 0.005 |
| 181 | zfs | 0.314 | 0.622 | 0.005 |
| 10 | bto | 0.313 | 0.593 | 0.033 |
| 109 | obcs | 0.310 | 0.593 | 0.027 |
| 89 | miapa | 0.308 | 0.616 | 0.000 |
| 55 | fobi | 0.308 | 0.616 | 0.000 |
| 84 | mf | 0.308 | 0.578 | 0.038 |
| 62 | geo | 0.307 | 0.571 | 0.044 |
| 82 | maxo | 0.307 | 0.593 | 0.022 |
| 61 | geno | 0.304 | 0.593 | 0.016 |
| 97 | mpath | 0.300 | 0.556 | 0.044 |
| 15 | cheminf | 0.300 | 0.600 | 0.000 |
| 107 | oarcs | 0.300 | 0.600 | 0.000 |
| 112 | ogg | 0.299 | 0.549 | 0.049 |
| 106 | oae | 0.298 | 0.504 | 0.093 |
| 142 | poro | 0.296 | 0.593 | 0.000 |
| 67 | hao | 0.296 | 0.593 | 0.000 |
| 148 | pw | 0.290 | 0.564 | 0.016 |
| 83 | mco | 0.289 | 0.578 | 0.000 |
| 23 | clyh | 0.289 | 0.578 | 0.000 |
| 54 | flopo | 0.288 | 0.571 | 0.005 |
| 165 | txpo | 0.288 | 0.571 | 0.005 |
| 29 | cto | 0.288 | 0.571 | 0.005 |
| 119 | omit | 0.285 | 0.542 | 0.027 |
| 151 | rs | 0.284 | 0.564 | 0.005 |
| 115 | ohd | 0.282 | 0.564 | 0.000 |
| 137 | peco | 0.280 | 0.527 | 0.033 |
| 147 | pso | 0.278 | 0.556 | 0.000 |
| 86 | mfoem | 0.277 | 0.549 | 0.005 |
| 65 | gsso | 0.275 | 0.527 | 0.022 |
| 24 | cmo | 0.272 | 0.489 | 0.055 |
| 87 | mfomd | 0.267 | 0.511 | 0.022 |
| 88 | mi | 0.267 | 0.511 | 0.022 |
| 100 | ms | 0.266 | 0.520 | 0.011 |
| 170 | vt | 0.264 | 0.511 | 0.016 |
| 126 | ontoneo | 0.260 | 0.520 | 0.000 |
| 104 | ncro | 0.258 | 0.504 | 0.011 |
| 124 | ons | 0.256 | 0.489 | 0.022 |
| 164 | tto | 0.256 | 0.511 | 0.000 |
| 53 | fideo | 0.256 | 0.511 | 0.000 |
| 105 | nomen | 0.252 | 0.504 | 0.000 |
| 6 | aro | 0.245 | 0.467 | 0.022 |
| 121 | omp | 0.245 | 0.467 | 0.022 |
| 77 | ino | 0.241 | 0.460 | 0.022 |
| 18 | cido | 0.239 | 0.467 | 0.011 |
| 169 | vo | 0.238 | 0.393 | 0.082 |
| 155 | sepio | 0.236 | 0.467 | 0.005 |
| 22 | clo | 0.236 | 0.400 | 0.071 |
| 85 | mfmo | 0.234 | 0.467 | 0.000 |
| 123 | one | 0.230 | 0.460 | 0.000 |
| 72 | htn | 0.230 | 0.460 | 0.000 |
| 74 | iceo | 0.230 | 0.460 | 0.000 |
| 93 | mod | 0.227 | 0.438 | 0.016 |
| 33 | dideo | 0.225 | 0.438 | 0.011 |
| 157 | spd | 0.219 | 0.438 | 0.000 |
| 131 | ovae | 0.197 | 0.393 | 0.000 |
| 114 | ogsf | 0.197 | 0.393 | 0.000 |
| 90 | micro | 0.192 | 0.378 | 0.005 |
| 153 | sbo | 0.000 | 0.000 | 0.000 |
| 14 | chebi | 0.000 | 0.000 | 0.000 |
| count | mean | std | min | 25% | 50% | 75% | max | |
|---|---|---|---|---|---|---|---|---|
| score | 183.0 | 0.367710 | 0.120186 | 0.0 | 0.2985 | 0.344 | 0.4325 | 0.959 |
| score_dash | 183.0 | 0.683361 | 0.170239 | 0.0 | 0.5710 | 0.667 | 0.8220 | 0.978 |
| score_impact | 183.0 | 0.051962 | 0.131451 | 0.0 | 0.0000 | 0.011 | 0.0300 | 0.962 |